Competitive landscape

Your share of voice in AI answers

Knowing you appear is half the picture. You also need to know how often, and next to whom. Proversial shows your share of voice across the models against the competitors that keep coming up.

See the whole field

We track which brands the models recommend for your questions, so you can see where you stand against the names that appear beside you.

Measured over time

Share of voice on a single day moves with noise. We measure it across your history, so real movement stands out.

Spot who is gaining

When a competitor starts showing up more often, you see it early, while there is still time to respond.

Why relative visibility is the number that matters

Appearing in an answer feels like success until you see who else is there. AI recommendations are comparative by nature: the model names a handful of options, and your position among them decides whether a buyer considers you at all. A brand can be present in every answer and still lose the market to the names listed above it.

Share of voice measures that standing. It counts how often the models recommend you against the competitors that keep coming up for the same questions, so you can see the real shape of the field. One day tells you little, because answers wobble. Measured across weeks, the pattern is clear.

Proversial tracks share of voice over your whole history. You can see where you are gaining and how far you sit from the top of the list. That is the difference between knowing you exist in AI answers and knowing whether you are winning them.

More from Proversial

The rest of what we do, and how it fits together.

Measure your share of voice

Know where you stand in AI answers.